A Bayesian Topological Data Analytic Approach to Classification of Handwritten Digits
August 13, 2025
Feedforward neural network with structure:
Need confusion matrices Need accuracy, precision, recall, f_meas
| method | accuracy |
|---|---|
| multinomial | 0.9856 |
| dropout nn | 0.9962 |
| ridge nn | 0.9946 |
| lasso no | 0.9946 |
| metric | estimator | estimate |
|---|---|---|
| accuracy | multiclass | 0.2023089 |
| precision | macro | 0.2051790 |
| recall | macro | 0.2066969 |
| f_meas | macro | 0.1227207 |